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Sound Classification

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Showing 101–125 of 148 papers

TitleStatusHype
Tuning In: Analysis of Audio Classifier Performance in Clinical Settings with Limited Data—0
A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation—0
Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals—0
Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network—0
Unsupervised Learning of Deep Features for Music Segmentation—0
USAD: Universal Speech and Audio Representation via Distillation—0
Zero-Shot Federated Learning with New Classes for Audio Classification—0
Improved Zero-Shot Audio Tagging & Classification with Patchout Spectrogram Transformers—0
Improving the Robustness and Clinical Applicability of Automatic Respiratory Sound Classification Using Deep Learning-Based Audio Enhancement: Algorithm Development and Validation—0
Improving Universal Sound Separation Using Sound Classification—0
Acoustic Scene Analysis using Analog Spiking Neural Network—0
Statistical feature embedding for heart sound classification—0
Learning An Invariant Speech Representation—0
Environmental Sound Classification with Parallel Temporal-spectral Attention—0
Listening to the World Improves Speech Command Recognition—0
Lungmix: A Mixup-Based Strategy for Generalization in Respiratory Sound Classification—0
LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data Augmentation—0
Lung Sound Classification Using Co-tuning and Stochastic Normalization—0
Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification—0
MUDAS: Mote-scale Unsupervised Domain Adaptation in Multi-label Sound Classification—0
Heterogeneous sound classification with the Broad Sound Taxonomy and DatasetCode0
Spectrogram-frame linear network and continuous frame sequence for bird sound classificationCode0
Face: Fast, Accurate and Context-Aware Audio Annotation and ClassificationCode0
Improving Respiratory Sound Classification with Architecture-Agnostic Knowledge Distillation from EnsemblesCode0
Utilizing Domain Knowledge in End-to-End Audio ProcessingCode0
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